Melissa N. Stolar

Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding

Margaret Lech, Melissa N. Stolar, Christopher Best et al. · Frontiers in Computer Science · 2020 · 108 citations · Full text

Engineering, Machine Learning, Step Introduction +21

Real time speech emotion recognition using RGB image classification and transfer learning

Melissa N. Stolar, Margaret Lech, Robert S. Bolia et al. · 2017 · 56 citations

Engineering, Machine Learning, Multimodal Sentiment Analysis +21

Amplitude-Frequency Analysis of Emotional Speech Using Transfer Learning and Classification of Spectrogram Images

Margaret Lech, Melissa N. Stolar, Robert S. Bolia et al. · Advances in Science Technology and Engineering Systems Journal · 2018 · 29 citations · Full text

Cognitive Load Estimation From Speech Commands to Simulated Aircraft

Maria Vukovic, Melissa N. Stolar, Margaret Lech · IEEE/ACM Transactions on Audio Speech and Language Processing · 2021 · 21 citations

Engineering, Machine Learning, Spoken Language Processing +18

Using Deep Learning to Identify Potential Roof Spaces for Solar Panels

Dorian House, Margaret Lech, Melissa N. Stolar · 2018 · 18 citations

Convolutional Neural Network, Engineering, Machine Learning +16